Bayesian Modeling in Bioinformatics: 34 (Chapman & Hall/CRC Biostatistics Series) - Hardcover

Hardcover

ISBN 10: 1420070177 ISBN 13: 9781420070170

Verlag: Chapman and Hall/CRC, 2010

Inhaltsangabe

This volume discusses the development and application of Bayesian statistical methods for the analysis of high-throughput bioinformatics data arising from problems in molecular and structural biology and disease-related medical research. It presents a broad overview of statistical inference, clustering, and classification problems in two main high-throughput platforms: microarray gene expression and phylogenic analysis. Illustrating concepts using real-world data, the book covers a variety of recently developed Bayesian techniques, along with applications in genome-wide studies, phylogenetics, breast cancer, expression genomics, and more.

Über diesen Titel

Über die Autorin bzw. den Autor

Dipak K. Dey is a professor and head of the Department of Statistics at the University of Connecticut.

Samiran Ghosh is an assistant professor in the Department of Mathematical Sciences at Indiana University-Purdue University.

Bani K. Mallick is a professor of statistics and director of the Bayesian Bioinformatics Laboratory at Texas A&M University.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 1420070177
• ISBN 13: 9781420070170
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 468
• Herausgeber: Mallick Bani K., Dey Dipak K., Ghosh Samiran
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar